Machine-learning-based jet momentum reconstruction in heavy-ion collisions

doi:10.1103/PhysRevC.99.064904

Title: Machine-learning-based jet momentum reconstruction in heavy-ion collisions

Authors:: Haake, Rüdiger; Loizides, Constantin

Publication Date:: 2019-06-17

Sponsoring Org.:: USDOE Office of Science (SC), Nuclear Physics (NP)

OSTI Identifier:: 1546257

Grant/Contract Number:: SC004168; AC05-00OR22725

Resource Type:: Publisher's Accepted Manuscript

Journal Name:: Physical Review C

Additional Journal Information:: Journal Name: Physical Review C Journal Volume: 99 Journal Issue: 6; Journal ID: ISSN 2469-9985

Publisher:: American Physical Society

Country of Publication:: United States

Language:: English

Citation Formats


                    Haake, Rüdiger, and Loizides, Constantin. Machine-learning-based jet momentum reconstruction in heavy-ion collisions.  United States: N. p., 2019. 
        Web.  doi:10.1103/PhysRevC.99.064904.

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                    Haake, Rüdiger, & Loizides, Constantin. Machine-learning-based jet momentum reconstruction in heavy-ion collisions.  United States.  doi:10.1103/PhysRevC.99.064904.

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                    Haake, Rüdiger, and Loizides, Constantin. Mon .  
        "Machine-learning-based jet momentum reconstruction in heavy-ion collisions".  United States.  doi:10.1103/PhysRevC.99.064904.

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@article{osti_1546257,

  title        = {Machine-learning-based jet momentum reconstruction in heavy-ion collisions},

  author       = {Haake, Rüdiger and Loizides, Constantin},

  abstractNote = {},

  doi          = {10.1103/PhysRevC.99.064904},

  journal      = {Physical Review C},

  number       = 6,

  volume       = 99,

  place        = {United States},

  year         = {2019},

  month        = {6}

}

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DOI: 10.1103/PhysRevC.99.064904

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Title: Machine-learning-based jet momentum reconstruction in heavy-ion collisions

Citation Formats

The anti- k t jet clustering algorithm journal, April 2008

Measurements of jet quenching with semi-inclusive hadron+jet distributions in Au + Au collisions at s N N = 200 GeV journal, August 2017

Tuning Monte Carlo generators: The Perugia tunes journal, October 2010

Pileup subtraction using jet areas journal, January 2008

The ALICE experiment at the CERN LHC journal, August 2008

Pileup Subtraction for Jet Shapes journal, April 2013

Centrality Dependence of the Charged-Particle Multiplicity Density at Midrapidity in Pb-Pb Collisions at s NN = 2.76 TeV journal, January 2011

Jet quenching in dense matter journal, July 1990

QCD Phase Transition with Chiral Quarks and Physical Quark Masses journal, August 2014

PYTHIA 6.4 physics and manual journal, May 2006

JEWEL 2.0.0: directions for use journal, February 2014

Charged-Particle Multiplicity Density at Midrapidity in Central Pb-Pb Collisions at s N N = 2.76 TeV journal, December 2010

Random Forests journal, January 2001

Measurement of event background fluctuations for charged particle jet reconstruction in Pb-Pb collisions at $ \sqrt {{{s_{\text{NN}}}}} = {2}{.76}\,{\text{TeV}} $ journal, March 2012

Measurement of charged jet suppression in Pb-Pb collisions at $ \sqrt{{{s_{\mathrm{NN}}}}} $ = 2.76 TeV journal, March 2014

FastJet user manual: (for version 3.0.2) journal, March 2012

hijing: A Monte Carlo model for multiple jet production in pp , pA , and AA collisions journal, December 1991

The anti- k _t jet clustering algorithm
journal, April 2008

Measurements of jet quenching with semi-inclusive hadron+jet distributions in $Au + Au$ collisions at $\sqrt{s_{N N}} = 200$ GeV
journal, August 2017

Tuning Monte Carlo generators: The Perugia tunes
journal, October 2010

Pileup subtraction using jet areas
journal, January 2008

The ALICE experiment at the CERN LHC
journal, August 2008

Pileup Subtraction for Jet Shapes
journal, April 2013

Centrality Dependence of the Charged-Particle Multiplicity Density at Midrapidity in Pb-Pb Collisions at $\sqrt{s_{NN}} = 2.76 TeV$
journal, January 2011

Jet quenching in dense matter
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QCD Phase Transition with Chiral Quarks and Physical Quark Masses
journal, August 2014

PYTHIA 6.4 physics and manual
journal, May 2006

JEWEL 2.0.0: directions for use
journal, February 2014

Charged-Particle Multiplicity Density at Midrapidity in Central Pb-Pb Collisions at $\sqrt{s_{N N}} = 2.76 TeV$
journal, December 2010

Random Forests
journal, January 2001

Measurement of event background fluctuations for charged particle jet reconstruction in Pb-Pb collisions at $ \sqrt {{{s_{\text{NN}}}}} = {2}{.76}\,{\text{TeV}} $
journal, March 2012

Measurement of charged jet suppression in Pb-Pb collisions at $ \sqrt{{{s_{\mathrm{NN}}}}} $ = 2.76 TeV
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